Machine Vision-Based Object Detection Strategy for Weld Area

Table 1

Hardware parameters and deep learning environment.

Environment name	Version
Operating system	Ubuntu16.04 LTS
CPU	Intel (R) Core (TM) i9-12900 K @5.0 GHz
GPU	GeForce RTX 3090
RAM/ROM	Fury DDR4 2666 MHz 16 G/2T 970 Evo Plus M.2
Deep learning framework/Python	Pytorch stable (1.9.1)/3.81
IDE	Pycharm for professional 2020.02
CUDA	11.4
cuDNN	8.1